Why this server?
This server is designed to provide structured memory management and context retention across chat sessions, explicitly allowing AI agents like Claude to maintain context and build a knowledge base.
-securityFlicense-qualityA Model Context Protocol server for Claude Desktop that provides structured memory management across chat sessions, allowing Claude to maintain context and build a knowledge base within project directories.Last updated96Why this server?
This server focuses on persistent memory for AI agents using a three-tiered architecture (short-term, long-term, episodic history), which is ideal for maintaining context over time.
AsecurityAlicenseBqualityEnables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.Last updated7MITWhy this server?
This server enables AI agents (like Cursor and Claude) to remember user information across conversations using vector search technology, addressing the core need for persistent memory.
-securityFlicense-qualityA server that gives MCP clients (Cursor, Claude, Windsurf, etc.) the ability to remember user information across conversations using vector search technology.Last updated9139Why this server?
This system provides persistent memory for agents using a local knowledge graph, enabling semantic retrieval of past context for more sophisticated long-term memory use cases.
AsecurityAlicenseAqualityAn implementation of persistent memory for Claude using a local knowledge graph, allowing the AI to remember information about users across conversations with customizable storage location.Last updated111,03460JavaScriptMITWhy this server?
This explicitly functions as a memory server for agents, using DuckDB to store and retrieve knowledge graph data, enhancing long-term conversational capability.
AsecurityAlicenseBqualityA memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.Last updated81055MITWhy this server?
Described as a memory management operating system, its goal is to provide AI systems with human-like long-term memory, which directly addresses the user's search query.
AsecurityAlicenseAqualityMemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.Last updated42066Apache 2.0Why this server?
This server explicitly enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search, a common method for agentic memory.
-security-license-qualityEnables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.Last updatedWhy this server?
A lightweight server focused on short-term memory, task progress, and session state management specifically for AI agents, ensuring continuity within a working session.
AsecurityAlicenseAqualityA lightweight short-term memory MCP server that automatically stores and recalls working context, session state, and task progress for AI agents. Memories auto-expire after 24 hours and integrate seamlessly with workspace-aware storage across multiple projects.Last updated10MITWhy this server?
Provides memory and long-term context retention for AI agents using SQLite storage combined with semantic search via vector embeddings.
-securityAlicense-qualitySQLite-backed memory storage for MCP agents with optional semantic search via OpenAI embeddings, enabling agents to remember, recall, and manage contextual information across sessions.Last updated95MIT